The Gradient Path
Welcome to The Gradient Path!
I’m Samuele Giampieri, AI engineer, developer, and passionate tutorial creator. Here, I make artificial intelligence and machine learning accessible for everyone, from basics to advanced AI agents and automation.
Each video is paired with hands-on code and real projects, all available on GitHub.
Dive deeper with my main repos:
https://github.com/samugit83/TheGradientPath
https://github.com/samugit83/AutoCodeAgent2.0
What to expect?
Step-by-step tutorials for TensorFlow, PyTorch, Keras, and more
Build chatbots, agents, and intelligent apps from scratch
Practical guides to mastering AI tools and cloud solutions
Deep dives into neural networks, NLP, computer vision, and generative AI
Join our community to explore, experiment, and have fun with AI. Subscribe and start your journey on The Gradient Path!
I Just Merged RAG With Text-to-SQL - The Results Are Absolutely Insane - I'll Teach You How to Build
I Tested Every AI Agent Framework — Here’s What No One Tells You (Full Build & Benchmark)
Building a Real-Time ML Cyber Attack Detection | Autoencoder, ORC, SGD & AWS CI/CD Cloud Formation
Build a Vision RAG System From Scratch: The Future of Multimodal Retrieval-Augmented Generation!
The most Advanced RAG - Hybrid Multivector Knowledge Graph +11 Traversal Graph Algorithms - Tutorial
Implementing KV Cache & Causal Masking in a Transformer LLM — Full Guide, Code and Visual Workflow
From Zero to LLM: Build & Train Your Own LLM from Scratch with Keras! (Step-by-Step Visual Guide)
Mastering Time Series Forecasting: Build a Transformer Model in Keras - Predict Stock prices
Train a Model to Reason like Deepseek with UnSloth | GRPO | LoRA - Fine-Tuning CoT Tutorial 🚀🤖
Keras & TensorFlow Tutorial - Image classification with MLP - Code explained line by line
🚀 Build an MCP Server from Scratch with FastAPI & WebSockets + Client AI agent with text-to-sql 😎✨
Fine-Tuning a Pre-Trained LLM for AI Agent Tool Selection (Hugging Face Transformers Tutorial)
🚀 Learn how to Apply DQN Reinforcement Learning to Agents - AutoCodeAgent v1.8.0 - with Meta RL Rag
Code Your Own Browser Operator With New Open AI CUA api - AutoCodeAgent new release 1.7.0 websocket
AutoCodeAgent v1.6.0 - run your LLMs Locally with Ollama integration - Deepseek Llama Phi4 qwen2.5
AI Agent - AutoCodeAgent v1.5.0 Unleashed with 3 New RAG Techniques - Llama Index Context Window
AI Agent - AutoCodeAgent v1.5.0 Unleashed with 3 New RAG Techniques - HyDE RAG explained
AI Agent - AutoCodeAgent v1.5.0 Unleashed with 3 New RAG Techniques - Adaptive RAG explained
Deep Research - but Open Source and Code Explained! AutoCodeAgent vers. 1.4.0 with Deep Search Mode!
AutoCodeAgent + 130 Langchain Tools - The best Open Source Auto Code AI Agent - new vers 1.3.0
AutoCodeAgent - new release 1.2.0 - RAG Llama index as tool + Code Validation - AI Agent Tutorial
Unlocking AutoCodeAgent: A Deep Dive into AI-Powered Code Agents
AutoCodeAgent + SurfAi. This Is Fire! Watch in Action Solving more complex Tasks!
AutoCodeAgent + SurfAi. This Is Fire! A Browser Automation Agent as a Tool for A Code Agent!
SurfAi ver 1.1.0 - AI Browser Agent Task: Search for an available hotel on Booking.com and get info
SurfAi: AI Browser Agent & Playwright - Task: Add a new work experience on LinkedIn
SurfAi: AI Browser Agent & Playwright - Task: Linkedin Post with Credentials
SurfAi: AI-Powered Web Automation Agent & Playwright - Task: Automate a job application on LinkedIn
AutoCodeAgent 2.0: Revolutionizing AI with Hybrid Vector Graph RAG & Neo4j Integration!
AutoCode Agent 2.0 with RAG ingestion and retrieval as a Tool